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Integrating network toxicology and in vitro validation to elucidate PET microplastic-induced osteoarthritis pathogenesis
Summary
Scientists found that PET microplastics — tiny plastic particles from common plastic bottles and packaging — may worsen osteoarthritis by triggering inflammation and damaging cartilage cells at the molecular level. Using computer modeling and lab tests on cartilage cells, they pinpointed six specific genes that get switched on or off when exposed to these plastic particles, offering early clues about how everyday plastic pollution might contribute to joint disease. While this is still early-stage lab research (not yet tested in humans), it adds to growing evidence that microplastics in our environment could have real effects on joint health.
Objective This study aims to elucidate the molecular mechanisms through which PET microplastics (PET-MP) influence osteoarthritis (OA) pathogenesis by integrating network toxicology, machine learning, and in vitro experimental validation. Methods Differential gene expression analysis and WGCNA were applied to multiple OA datasets to identify disease-related targets. PET-MP biological targets were predicted via ChEMBL, SwissTargetPrediction, and PharmMapper. Overlapping targets were screened using machine learning algorithms, and molecular docking was performed to assess binding interactions. In vitro validation including immunofluorescence, qRT-PCR, and Western blot was conducted in PET-MP-treated chondrocytes. Results A total of 452 PET-associated targets were identified, with 12 core PET-MP-OA genes established through intersection analysis. Functional enrichment implicated the NF-κB and IL-17 signaling pathways. Machine learning screening based on feature importance and SHAP values prioritized six hub genes: AKR1A1, INSR, KIF11, MMP1, KCNN4, and TK1. Molecular docking generated predicted AutoDock Vina scores ranging from −3.893 to −7.434 kcal/mol. In vitro experiments validated upregulation of AKR1A1, MMP1, KCNN4, KIF11, and TK1, and downregulation of INSR in chondrocytes, consistent with bioinformatics predictions. Conclusion PET-MP may promote OA progression by disrupting molecular pathways related to inflammation, oxidative stress, and cartilage degradation. The identified hub genes offer new insights into microplastic toxicology in joint disease and represent potential therapeutic targets and biomarkers for PET-MP-induced OA.